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Bayesian Optimization

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TitleStatusHype
ROM-Based Stochastic Optimization for a Continuous Manufacturing Process—0
qPOTS: Efficient batch multiobjective Bayesian optimization via Pareto optimal Thompson samplingCode1
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency—0
Hyperparameter optimization of hp-greedy reduced basis for gravitational wave surrogates—0
Computationally Efficient Electromagnetic Transient Power System Studies using Bayesian Optimization—0
Comparative Analysis of Machine Learning Algorithms for Solar Irradiance Forecasting in Smart Grids—0
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learningCode0
Parallel Bayesian Optimization Using Satisficing Thompson Sampling for Time-Sensitive Black-Box Optimization—0
Estimating Material Properties of Interacting Objects Using Sum-GP-UCB—0
Pareto Optimization to Accelerate Multi-Objective Virtual Screening—0
Pseudo-Bayesian Optimization—0
Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints—0
Deep Kernel and Image Quality Estimators for Optimizing Robotic Ultrasound Controller using Bayesian Optimization—0
A Corrected Expected Improvement Acquisition Function Under Noisy ObservationsCode0
A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling—0
Vehicle Cabin Climate MPC Parameter Tuning Using Constrained Contextual Bayesian Optimization (C-CMES)—0
RUSOpt: Robotic UltraSound Probe Normalization with Bayesian Optimization for In-plane and Out-plane Scanning—0
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels—0
High-dimensional Bayesian Optimization with Group TestingCode0
ProGO: Probabilistic Global Optimizer—0
Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization—0
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with TransformersCode1
A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks—0
Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints—0
Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach—0
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